AI for devs

Q: Can Workik AI’s Commit Message generator handle multilingual codebases in one repo?

Absolutely, Workik AI intelligently adapts to mixed-language repositories. Whether your project combines Python scripts with React frontend or Go services with YAML configs, the AI detects file types and generates context-aware commit messages per file group.

Supported AI models on Workik

OpenAI :

GPT 5 Mini, GPT 5, GPT 4.1 Mini, GPT o4 Mini, GPT o3

Google :

Gemini 2.5 Flash Preview, Gemini 2.0 Flash, Gemini 1.5 Pro

Anthropic :

Claude 4 Sonnet, Claude 3.5 Haiku, Claude 3.7 Sonnet

DeepSeek :

Deepseek Reasoner, Deepseek Chat, Deepseek R1(High)

Llama :

Llama 4 Maverick 17B Instruct, Llama 3.3 70B, Llama 3.1 405B Instruct

Mistral :

Pixtral Large, Mistral 8x7B Instruct, Mistral Small, Mistral Large, Codestral

Note :

Models availability might vary based on your plan on Workik

Features

Generate Smart and Customized Commits with Workik AI!

AI-Generated Commit Messages

AI analyzes code diffs, file names, and changes to instantly draft clear commit messages for you.

Integrate with Git Platforms

Sync with GitHub, GitLab, Bitbucket to generate messages directly within your CI/CD workflow.

Understands Format & Context

AI crafts messages that match your commit style while interpreting function names, scopes, and code comments.

Batch Process Multiple Commits

Auto-generate messages for multiple commits or specific changes across different branches all at once.

How it works

4 Steps to Automate Commit Messages with Workik AI!

Step 1 - Sign Up in Seconds

Create your free Workik account — no complex setup required.

Step 2 - Connect Repo & Set Context

Link your GitHub, GitLab, or Bitbucket repo. Add context like a preferred commit format, language used, and modules to focus on, so that Workik AI can generate precise, style-aligned commit messages.

Step 3 - Generate Commit Messages

Workik AI analyzes the modified lines of code in the commit using your git diff, project structure, and commit format rules and generates accurate, and clear commit messages.

Step 4 - Review and Collaborate

Review, edit if needed, and collaborate with your team for any changes on Workik.

TESTIMONIALS

Discover What Our Users Say

Real Stories, Real Results with Workik

I used to overthink commit messages. Now Workik reads my diff and generates perfect ones instantly. It’s insanely efficient.

Priya Kapoor

Frontend Engineer

I love that Workik AI helps our team follow structured, consistent commit styles without any effort

Tom Sinclair

Engineering Manager

Sometimes I forget the changes I made. Thank god that Workik AI reads the code & writes perfect summaries.

James Roach

Full Stack Developer

Frequently Asked Questions

What are some popular use cases for Workik’s AI-Based Commit Message Generator?

Developers use Workik AI in several use-cases to automate their commit workflows. Some of them include but are not limited to:
• Generating clear commit messages from complex git diffs during feature development or refactoring.
• Enforcing consistent commit formats in team workflows (e.g., Conventional Commits or Jira-linked messages).
• Auto-writing commit messages during rebases or squash merges to save time.
• Quickly drafting commit messages when hotfixes are applied under time pressure.
• Producing structured commit logs for auto-generating changelogs or release notes.
• Improving clarity in pull requests by summarizing multiple staged changes accurately.
• Handling multi-module or monorepo changes by creating contextual messages for different parts of the codebase.

Do I need to set context before generating commit messages with Workik AI?

No, while setting context is completely optional, adding it really improves the accuracy and relevance of Workik AI’s commit messages. You can add:
• Programming languages and frameworks (e.g., Python, React, Go)
• Linked repositories from GitHub, GitLab, or Bitbucket
• Common functions or code files for frequently updated logic
• Project structure or modules like “billing module” or “user service”
• Commit format rules such as Conventional Commits, JIRA IDs, or tags
• Branch naming conventions to adjust tone based on branch type

Can I use Workik on private repositories?

Yes, Workik AI fully supports private repositories across GitHub, GitLab, and Bitbucket. It can:
• Read staged diffs without exposing raw code.
• Learn from commit history to match your team’s style.
• Respect permission scopes so only authorized users can view suggestions.
• Generate commit messages tailored to specific services, folders, or modules within private monorepos.

Can Workik AI’s Commit Message Generator learn from my team’s past commit history?

Absolutely. If your repo is connected, Workik can analyze your commit patterns and mimic the tone, format, or level of detail used. The AI improves over time, becoming a true commit assistant.

Can Workik AI’s Commit Message Generator handle multilingual codebases in one repo?

Yes, Workik AI adapts intelligently to multilingual repos. Whether your project mixes Python with React or Go services with YAML configs, the AI detects file types and generates context-aware commit messages.

Can I define how my commit messages should look?

Yes. You can set a preferred style like Conventional Commits, JIRA ticket prefixes, or custom phrasing (e.g., “fix:,” “update logic in”). This ensures consistent commit formats for changelogs and automation pipelines.

Can’t find the answer you are looking for?

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AI-Based Commit Message Generator: Question and Answers

What is a commit message, and why is it important?

A commit message is a brief description explaining what changes were made in a set of code updates. It's essential in collaborative development because it helps teams understand the purpose of each change, track project history, and simplify debugging.

What are the common use cases of Workik AI-powered Commit Message Generator for developers?

Popular use cases of Workik AI-generated commit messages include:
Fast Commit Updates – Instantly generate clean messages during rapid development or frequent code pushes.
Team-Wide Consistency – Maintain structured commit formats like Conventional Commits or JIRA-tagged messages across contributors.
Merge & Rebase Automation – Auto-generate multiple commit messages during squash merges, rebases, or cherry-picks.
Smarter Code Reviews – Provide reviewers with meaningful commit summaries for faster and more informed decisions.
Onboarding New Developers – Help juniors write professional-grade commit messages without deep familiarity with project history.

How can Workik AI assist with commit message generation workflows?

Workik AI streamlines the entire commit message process, including:
Diff Analysis & Message Generation – Reads your git diff to create accurate, context-aware commit summaries.
Context-Driven Personalization – Adapts messages using your language, repo structure, naming conventions, and commit history.
Batch Commit Automation – Generates multiple messages in one go during rebases, merges, or squash commits.
Structured Commit Generation – Applies predefined formats like Conventional Commits or JIRA-linked styles across all commits.
Git Platform Integration – Syncs with GitHub, GitLab, and Bitbucket to stay updated with your codebase changes.
Smart AI-Based Optimization – Generates suggestions instantly, but lets you edit before finalizing for maximum flexibility.

Join developers who are using Workik and make your work incredibly easy.

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